PyTorch Implementation of Knowledge Query Network for Knowledge Tracing[LAK19]

(Dropout not used in the implementation.)

Requirements

1. Python 3.6
2. PyTorch 1.0
3. tensorboardX

Datasets

Datasets are borrowed from DKVMN for fair comparisons.

• ASSISTments 2009-2010
• ASSISTments 2015
• Statics 2011
• Synthetic-5

Running examples

• python3 main.py --gpu 0 --dataset assist0910
• python3 main.py --gpu 0 --dataset assist15
• python3 main.py --gpu 0 --dataset statics11
• python3 main.py --gpu 0 --dataset synthetic-5 --version 0
• python3 main.py --gpu 0 --dataset synthetic-5 --version 19